Triple

T18783838
Position Surface form Disambiguated ID Type / Status
Subject Diptera E459324 entity
Predicate hasSuborder P28385 FINISHED
Object Nematocera
Nematocera is a suborder of flies that includes mosquitoes, gnats, midges, and similar slender, long-antennaed insects.
 E1344378 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Nematocera | Statement: [Diptera, hasSuborder, Nematocera]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nematocera
Context triple: [Diptera, hasSuborder, Nematocera]
  • A. Diptera
    Diptera is a large order of insects characterized by having a single pair of functional wings and includes flies, mosquitoes, midges, and gnats.
  • B. Bibionomorpha
    Bibionomorpha is a suborder of flies that includes fungus gnats, march flies, and related groups, many of which have larvae that feed on decaying organic matter or fungi.
  • C. Culicomorpha
    Culicomorpha is an infraorder of small, mostly aquatic or semi-aquatic flies that includes mosquitoes, black flies, and related blood-feeding and non-biting species.
  • D. Thysanoptera
    Thysanoptera is an order of tiny, slender-bodied insects commonly known as thrips, many of which feed on plants and can be significant agricultural pests.
  • E. Muscomorpha
    Muscomorpha is a large infraorder of higher flies that includes many familiar groups such as house flies, fruit flies, and blow flies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nematocera
Triple: [Diptera, hasSuborder, Nematocera]
Generated description
Nematocera is a suborder of flies that includes mosquitoes, gnats, midges, and similar slender, long-antennaed insects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nematocera
Target entity description: Nematocera is a suborder of flies that includes mosquitoes, gnats, midges, and similar slender, long-antennaed insects.
  • A. Diptera
    Diptera is a large order of insects characterized by having a single pair of functional wings and includes flies, mosquitoes, midges, and gnats.
  • B. Bibionomorpha chosen
    Bibionomorpha is a suborder of flies that includes fungus gnats, march flies, and related groups, many of which have larvae that feed on decaying organic matter or fungi.
  • C. Culicomorpha
    Culicomorpha is an infraorder of small, mostly aquatic or semi-aquatic flies that includes mosquitoes, black flies, and related blood-feeding and non-biting species.
  • D. Thysanoptera
    Thysanoptera is an order of tiny, slender-bodied insects commonly known as thrips, many of which feed on plants and can be significant agricultural pests.
  • E. Muscomorpha
    Muscomorpha is a large infraorder of higher flies that includes many familiar groups such as house flies, fruit flies, and blow flies.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8d396f54c8190ba49db31e8743842 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5977f34e48190a9932af330ea4f92 completed April 20, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05675e01e4819089be29bcf322d678 completed May 14, 2026, 6:10 a.m.
NEDg Description generation batch_6a056843ef1881909261a6db669f6848 completed May 14, 2026, 6:14 a.m.
NED2 Entity disambiguation (via description) batch_6a05693746848190bac92fda0cdc3dc7 completed May 14, 2026, 6:18 a.m.
Created at: April 10, 2026, 11:52 a.m.